Deep reinforcement learning driven UAV-assisted edge computing

L Zhang, B Jabbari, N Ansari - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are playing a critical role in provisioning instant
connectivity and computational needs of Internet of Things Devices (IoTDs), especially in …

Fairness-aware offloading and trajectory optimization for multi-UAV enabled multi-access edge computing

X Diao, M Wang, J Zheng, Y Cai - IEEE Access, 2020 - ieeexplore.ieee.org
Multiple unmanned aerial vehicles (UAVs) can compensate for the performance deficiencies
of a single UAV in multi-access edge computing (MEC) systems, thus providing improved …

Multi-UAV-enabled mobile-edge computing for time-constrained IoT applications

C Zhan, H Hu, Z Liu, Z Wang… - IEEE Internet of Things …, 2021 - ieeexplore.ieee.org
Unmanned-aerial-vehicle (UAV)-enabled mobile-edge computing (MEC) has emerged as a
promising paradigm to extend the coverage of computation service for Internet of Things …

[HTML][HTML] Efficient UAV-based mobile edge computing using differential evolution and ant colony optimization

MH Mousa, MK Hussein - PeerJ Computer Science, 2022 - peerj.com
Abstract Internet of Things (IoT) tasks are offloaded to servers located at the edge network
for improving the power consumption of IoT devices and the execution times of tasks …

Rechargeable multi-UAV aided seamless coverage for QoS-guaranteed IoT networks

X Li, H Yao, J Wang, S Wu, C Jiang… - IEEE Internet of Things …, 2019 - ieeexplore.ieee.org
Due to their high flexibility, high maneuverability, and line-of-sight (LOS) predominant
channel, unmanned aerial vehicles (UAVs) serving as flying base stations have received a …

Energy-efficient resource allocation for dual-NOMA-UAV assisted Internet of Things

Z Liu, X Liu, VCM Leung… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Employing unmanned aerial vehicles (UAVs) characterized by low cost, high
maneuverability, and on-demand deployment as aerial base stations (BSs) of Internet of …

Fairness-aware data offloading of IoT applications enabled by heterogeneous UAVs

H Yan, W Bao, X Zhu, J Wang, G Wu, J Cao - Internet of Things, 2023 - Elsevier
With the widespread application of IoT devices, some new scenarios with insufficient
coverage of communication infrastructure have arisen, such as wildlife habit monitoring. For …

When RAN intelligent controller in O-RAN meets multi-UAV enable wireless network

C Pham, F Fami, KK Nguyen… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Unmanned aerial vehicles (UAVs) are projected to be utilized in a variety of unexpected
applications, including agriculture, firefighting, emergency response, intelligent …

Task offloading in UAV-aided edge computing: Bit allocation and trajectory optimization

J Xiong, H Guo, J Liu - IEEE Communications Letters, 2019 - ieeexplore.ieee.org
The deployment of unmanned aerial vehicles (UAVs) in wireless communication systems
promises to provide services for devices with limited or without infrastructure coverage. With …

Multi-UAV cooperative task offloading and resource allocation in 5G advanced and beyond

H Guo, Y Wang, J Liu, C Liu - IEEE Transactions on Wireless …, 2023 - ieeexplore.ieee.org
In 5G advanced and beyond, latency-critical and computation-intensive applications require
more communication and computing resources. However, remote areas without available …